Artificial Intelligence Applications and Challenges in the Coal Business of China Coal Energy
Abstract：The application of artificial intelligence (AI) is divided into three stages: computational intelligence, perceptual intelligence, and cognitive intelligence. Computational intelligence refers to optimization algorithms developed based on biomimetics, which complete global optimization at the fastest speed through adaptive learning, achieving a balance between computational accuracy and time; perceptual intelligence refers to machines perceiving physical information through sensor devices and analyzing information through deep learning algorithms; cognitive intelligence refers to machines having the ability to think and make decisions actively, continuously self-learning based on data, updating and iterating decision-making capabilities, assisting or even replacing human work. Currently, AI technologies mainly including machine learning, computer vision, and natural language processing have been widely applied in the coal industry, mainly reflected in the following three aspects.
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Publication Date：2025-03-31
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：7( 18-24 )